RStudio Cheat Sheets

The cheat sheets below make it easy to learn about and use some of our favorite packages. From time to time, we will add new cheat sheets to the gallery. If you’d like us to drop you an email when we do. Click here for contributed Cheat Sheets

  • RStudio IDE Cheat Sheet

    RStudio IDE Cheat Sheet

    The RStudio IDE is the most popular integrated development environment for R.

    View the PDF
  • Data Import Cheat Sheet

    Data Import Cheat Sheet

    The Data Import cheat sheet reminds you how to read in flat files with http://readr.tidyverse.org/, work with the results as tibbles, and reshape messy data with tidyr.

    View the PDF
  • Data Transformation Cheat Sheet

    Data Transformation Cheat Sheet

    This cheat sheet will guide you through the grammar, reminding you how to select, filter, arrange, mutate, summarise, group, and join data frames and tibbles.

    View the PDF
  • Dates and Times Cheat Sheet

    Dates and Times Cheat Sheet

    Lubridate makes it easier to work with dates and times in R. This lubridate cheatsheet covers how to round dates, work with time zones, extract elements of a date or time, parse dates into R and more.

    View the PDF
  • Shiny Cheat Sheet

    Shiny Cheat Sheet

    This cheat sheet provides a tour of the Shiny package and explains how to build and customize an interactive app.

    View the PDF
  • R Markdown 2.0 Cheat Sheet

    R Markdown 2.0 Cheat Sheet

    R Markdown is an authoring format that makes it easy to write reusable reports with R.

    View the PDF
  • Data Visualization Cheat Sheet

    Data Visualization Cheat Sheet

    The ggplot2 package lets you make beautiful and customizable plots of your data.

    View the PDF
  • Apply Functions Cheat Sheet

    Apply Functions Cheat Sheet

    The purrr package makes it easy to work with lists and functions.

    View the PDF
  • Work with Strings Cheat Sheet

    Work with Strings Cheat Sheet

    The stringr package provides an easy to use toolkit for working with strings, i.e. character data, in R.

    View the PDF
  • Data Science in sparklyr Cheat Sheet

    Data Science in sparklyr Cheat Sheet

    Sparklyr provides an R interface to Apache Spark, a fast and general engine for processing Big Data.

    View the PDF
  • Deep Learning with Keras Cheat Sheet

    Deep Learning with Keras Cheat Sheet

    Deep Learning with Keras Cheat Sheet - Keras is a high-level neural networks API developed with a focus on enabling fast experimentation.

    View the PDF
  • Package Development Cheat Sheet

    Package Development Cheat Sheet

    The devtools package makes it easy to build your own R packages, and packages make it easy to share your R code. Supplement this cheat sheet with r-pkgs.had.co.nz, Hadley’s book on package development

    View the PDF
  • caret Cheat Sheet

    caret Cheat Sheet

    The caret package (short for _C_lassification _A_nd _RE_gression _T_raining) is a set of functions that attempt to streamline the process for creating predictive models.

    View the PDF
  • rstudio::conf 2018 complete cheat sheet binder

    rstudio::conf 2018 complete cheat sheet binder

    View the PDF
  • loading
    Loading More...